Upload Python Package workflow (ekassos/swift-book-pdf)
The Upload Python Package workflow from ekassos/swift-book-pdf, explained and optimized by Latchkey.
CI health: C - fair
Point runs-on at Latchkey and get caching, job timeouts, SHA-pinned actions, self-healing for flaky steps, and up to 58% lower cost, applied automatically.
What it does
This is the Upload Python Package workflow from the ekassos/swift-book-pdf repository, a real project running GitHub Actions. It is shown here with attribution under its Apache-2.0 license.
Below, Latchkey shows a faster, safer version produced by its optimization engine.
The workflow
name: Upload Python Package
on:
release:
types: [released]
permissions:
contents: read
jobs:
release-build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: "3.x"
- name: Install uv
run: pip install uv
- name: Build release distributions
run: uv build
- name: Upload distributions
uses: actions/upload-artifact@v4
with:
name: release-dists
path: dist/
pypi-publish:
runs-on: ubuntu-latest
needs:
- release-build
permissions:
id-token: write
environment:
name: pypi
url: https://pypi.org/p/swift-book-pdf
steps:
- name: Retrieve release distributions
uses: actions/download-artifact@v4
with:
name: release-dists
path: dist/
- name: Publish release distributions to PyPI
uses: pypa/gh-action-pypi-publish@release/v1
with:
packages-dir: dist/
The same workflow, on Latchkey
Estimated ~20% faster on cache hits, plus fewer wasted runs and a safer supply chain. Added and changed lines are highlighted.
name: Upload Python Package on: release: types: [released] permissions: contents: read jobs: release-build: timeout-minutes: 30 runs-on: latchkey-small steps: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 with: cache: 'pip' python-version: "3.x" - name: Install uv run: pip install uv - name: Build release distributions run: uv build - name: Upload distributions uses: actions/upload-artifact@v4 with: name: release-dists path: dist/ pypi-publish: timeout-minutes: 30 runs-on: latchkey-small needs: - release-build permissions: id-token: write environment: name: pypi url: https://pypi.org/p/swift-book-pdf steps: - name: Retrieve release distributions uses: actions/download-artifact@v4 with: name: release-dists path: dist/ - name: Publish release distributions to PyPI uses: pypa/gh-action-pypi-publish@release/v1 with: packages-dir: dist/
What changed
- Run on Latchkey managed runners with one line (
runs-on), which apply the fixes below automatically and self-heal transient failures. This example useslatchkey-small; pick the runner size that fits the job. - Cache dependency installs on the setup step so they are served from cache.
- Add a job timeout so a hung step cannot burn hours of runner time.
1 third-party action is referenced by a movable tag. Pin it to the commit SHA (Latchkey resolves and applies this automatically) so a repointed tag cannot change what runs.
What Latchkey heals here
This workflow has steps that commonly fail on transient issues (network, registries, flaky browsers). On Latchkey managed runners they are detected, retried, and self-healed instead of failing your build:
- Dependency installs
This workflow runs 2 jobs per trigger. On Latchkey the same minutes cost up to 58% less than GitHub-hosted, with zero queue time.